How to Use the Comet ML MCP in Cline
Cline lets you pull Comet ML experiment data and metrics to build dashboards and fix models.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Comet ML MCP to Cline
Create your Vinkius account to connect Comet ML to Cline and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Cline manages your Comet ML projects
Cline uses `list_workspaces` and `list_projects` to scan your account. It finds the exact experiment you need to investigate. Once found, `list_experiments` provides the specific routing arrays. Cline uses these to pinpoint the exact run logs you want to analyze.
Extract metrics with Cline
Tell Cline to check specific performance bounds using `get_experiment_metrics`. It fetches the raw numbers so you can build your comparison charts. `get_experiment` pulls the full payload for a run. Cline writes this data into your project files, keeping your documentation updated.
Inspect parameters via Cline
Cline runs `get_experiment_params` to pull your API taxonomy types. It shows you the configuration settings used for every training pass. This MCP server gives Cline the reach it needs to manipulate your model data. You get full visibility into your experiments without leaving VS Code.
Set up Comet ML MCP in Cline
Prerequisites
- VS Code with Cline extension installed
- Active Vinkius subscription with a valid endpoint token
- 1
Open Cline MCP settings
Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
- 2
Add a remote server
Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type
comet-ml-mcp. In the URL field, paste your Vinkius endpoint:https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com. - 3
Enable the server
After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
- 4
Start using tools
Return to the Cline chat and ask: "Check my latest Comet ML refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.
{
"mcpServers": {
"comet-ml-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Comet ML. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
Why Choose Vinkius
Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.
Real-time monitoring
Live
visibility into every interaction
Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.
Built-in savings
60%
lower AI costs
Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.
Single dashboard
One
place for every integration
Every tool your AI connects to, managed from a single screen. One account, complete control.
Common questions about Comet ML MCP in Cline
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the Comet ML MCP today
We host it, we monitor it, we maintain it. You just paste one token.
